Pith Number

pith:33EY2SZ2

pith:2020:33EY2SZ2FNGTLYTZQWR4XJXPPC

not attested not anchored not stored refs pending

Deep Partition Aggregation: Provable Defense against General Poisoning Attacks

Alexander Levine, Soheil Feizi

arxiv:2006.14768 v2 · 2020-06-26 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{33EY2SZ2FNGTLYTZQWR4XJXPPC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Detecting Trojaned DNNs via Spectral Regression Analysis

Receipt and verification

First computed	2026-07-05T02:24:10.131178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dec98d4b3a2b4d35e27985a3cba6ef78ba6e1b3d172b1aa5fd43551fb189f3cf

Aliases

arxiv: 2006.14768 · arxiv_version: 2006.14768v2 · doi: 10.48550/arxiv.2006.14768 · pith_short_12: 33EY2SZ2FNGT · pith_short_16: 33EY2SZ2FNGTLYTZ · pith_short_8: 33EY2SZ2

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/33EY2SZ2FNGTLYTZQWR4XJXPPC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: dec98d4b3a2b4d35e27985a3cba6ef78ba6e1b3d172b1aa5fd43551fb189f3cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ad4400d65700f10483f7e6a1b4803df8c66794ac2fccb97ca63366a2704dd68",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-26T03:16:31Z",
    "title_canon_sha256": "b51ac3ff0fffeac7122d1e7a059c445966e0473c3dcf7ca901c92799687b896a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14768",
    "kind": "arxiv",
    "version": 2
  }
}